Guidelines for Implementing Augmented Reality Procedures in Assisting Assembly Operations

Size: px
Start display at page:

Download "Guidelines for Implementing Augmented Reality Procedures in Assisting Assembly Operations"

Transcription

1 Guidelines for Implementing Augmented Reality Procedures in Assisting Assembly Operations Viviana Chimienti, Salvatore Iliano, Michele Dassisti 2, Gino Dini, Franco Failli Dipartimento di Ingegneria Meccanica, Nucleare e della Produzione, Università di Pisa, Via Bonanno Pisano 25/b Pisa (Italy) 2 Dipartimento di Ingegneria Meccanica e Gestionale, Politecnico di Bari Viale Japigia Bari (Italy) {viviana.chimienti, salvatore.iliano, dini, f.failli}@ing.unipi.it; m.dassisti@poliba.it Abstract. The use of Augmented Reality (AR) in training or assisting operators during an assembly task can be considered an innovative and efficient method in terms of time saving, error reduction, and accuracy improvement. Nevertheless, the implementation of an AR-based application is quite difficult, requiring to take into account several factors. This paper provides a general procedure to follow for a correct implementation, starting from an assessment of the assembly task, until the practical implementation. To assess the procedure, it has been applied to the training of unskilled operators during the assembly of a planetary gearbox, with the help of a hand-held device. Keywords: Assembly, Augmented Reality, Training Introduction Training and assisting operators in assembly procedures represents an important point in different industrial situations: precision assembly, use of temporary personnel in assembly lines, etc. Up to now, two different training methods have been adopted: onthe-job and face-to-face training. The former is accomplished directly on assembly stations and requests the continuous attendance of an experienced operator placed side by side to the unskilled one. The latter consists in face-to-face lessons given in different modalities (traditional or using computer-assisted procedures). These methods are undoubtedly quite effective, but serial, in that they consume productive time of skilled operators. A new training method is represented by the application of AR techniques, overcoming the above mentioned cons in assisting unskilled operators all over the assembly procedure, providing step-by-step instructions and thus assuring an immediate capability to accomplish the task by himself. 2 Augmented Reality in assembly Augmented Reality (AR) is a concept developed in the last decades, consisting in improving information content in a real environment. The basic idea, used also in

2 non-industrial scenarios, is to supplement a real scene by synthetic images superimposed on it. The goal of AR is therefore to generate images somewhere on the optical path between the eyes of the operator and real objects in the working area. Among the techniques used to achieve the augmentation, Video Mixing enables the user to watch the real scene indirectly through a video camera; a computer acquires the information and includes the digital content. Real and virtual objects coexist as two separate video streams, and the result is shown on a display. In [] other techniques (i.e. Optical Combination and Image Projection) are described. The hardware used is[][2]: a camera, to frame the real environment; a computer, that creates virtual contents and mixes real and virtual video streams together; a display, which shows the results of the augmentation; a tracking system, to detect operator s mutual position with the camera. A taxonomy of the different displays used can be found in [3]; considering their position compared with operator, the following can be distinguished: Head Mounted Display (HMD), Hand Held Display (HHD) and Spatial Display (SD). Several applications have been investigated in the field of assembly so far (e.g. [4][5]). A first example was applied in aircraft industry, to electrical wiring assembly: the path of the wire is shown to the operator on a HMD in order to follow the visual track to perform the wiring operations. In automotive industry, AR methods were used in door lock assembly, with the target of creating a training instrument. One of the main problems in this kind of applications is represented by the complexity of the AR implementation procedure: an effective application of this innovative technique requests the analysis of several aspects related to the assembly procedure. The aim of this work is to propose standard guidelines for a correct implementation of AR systems for guiding operators while assembling products, obtaining the advantages of time saving, error reduction and accuracy improvement. 3 Proposal of implementation procedure The implementation procedure proposed in this paper is illustrated in Fig.. The goal is to create a standard procedure to be followed whenever an AR method has to be applied for supporting an operator in performing an assembly task. The procedure is described in the following paragraphs using, as test case, a planetary gearbox (Fig.2) consisting of over than 200 different parts. Despite the specific application, the procedure is general enough to be adopted for other assembly operations. Preliminary Analysis of the Assembly Procedure. The process starts with the analysis of the product, its parts, the assembly sequence, presence of subassemblies and the identification of assembly relationships among components. The purpose of the analysis is to have a clear vision of the components and of the process under study, checking all the elements to be manipulated and the information the operator might need in addition. During this step, the list of components related to the gearbox has been created; 4 assembly groups (output, 2 nd stage, st stage, input) and 2 assembly subgroups ( st stage and 2 nd stage planetary gear) were identified. Subdivision in Tasks, Sub-Tasks and Elementary Operations. The assembly

3 process is hierarchically divided in tasks, sub-tasks and elementary operations. Going down in level of detail, the operation becomes more and more elementary and indivisible in other sub-operations. Each action will be then described accurately and all relevant information to perform correctly the operation will be identified, such as tools, devices, equipment, safety requirements, and organized in a table, as shown in Table, referring to the assembly of the output group of the gearbox. Fig.. Standard procedure for implementing an AR application for assisting operators during assembly tasks. st stage planetary gear Output stage Input stage 2nd stage planetary gear Fig. 2. Case study: planetary gearbox Creation of Logic Flow-Charts. Each task and sub-task should be represented by means of logic flow-charts, including the assembly sequence, check points, variants and alternative procedures. These charts will be used to carry out the software implementation. Compared to the definition of the assembly cycle described above, this diagram allows to go through alternative paths, if there are checkpoints. Fig.3 reports an example of the flow chart regarding task #2, namely the assembly of the roller bearing on the shaft. Definition of Assembly Instructions. For each elementary assembly operation,

4 suitable instructions have to be identified. This step includes the selection of textual messages, icons, 2D pictures or 3D models which have to be positioned in the real environment through AR. An example is reported in Table 2. Table. Tasks, Sub-Tasks and Elementary Operations in assembly of the output group. Task # Sub-task # Elementary operation Tools Assembling ball bearing on the casing Assemblying output shaft-roller bearing 2 3 Safety requirements Press equipping Take output casing Wear gloves 2 Place it on the base Base K 3 Lubricate bearing housing Oil Pressure on the Pump oil to bring piston near bearing the punch Coupling check Press equipping Remarks No contact! 2 Ensure the centering Visually 3 Close protection cover Close cover! Check if the feeler gauge goes 0.05mm through bearing and housing Feeler gauge Take output shaft Wear gloves Fig. 3. Flow chart of the assembly of the roller bearing on the shaft. Table 2. Correspondence between assembly operation and virtual elements to be visualized in AR environment.. Elementary operation SHAFT LUBRIFICA- TION Text message Symbol Image 3D model Other images Oil shaft where arrow points INNER RING POSITIONING Set the inner ring on the shaft Hardware selection. The AR hardware is selected according to the main features of the working environment and to the assembly process to be performed. Selection

5 charts as the one illustrated in Table 3 are used to choose the most appropriate device. Table 3. Example of a selection chart used for choosing the most appropriate hardware device. Hand Held Display Head Mounted Display Spatial Display Pros Cons Pros Cons Pros Cons Integrate in one device camera, display and processor Low performance of processors used Good integration between real and virtual Low confort No ergonomic problems the user Easy to find or purchase Non invasive One hand is not free Portable Fixed image depth No visual fatigue Wide displays Occlusion of the projection by objects or Only for fixed applications For the gearbox assembly, a handheld device has been chosen, consisting of an 8 touch screen monitor (Fig. 4). The tracking system selected was the optical markerbased tracking, with the software for the management of real and virtual streams. Fig. 4. Hardware configuration. User Interface Definition. A very important step of the procedure is the creation of a graphical user interface (Fig.5). The system functionalities should be easily perceived by all kinds of users. So, it is a good choice to put more emphasis on clarity and abundance of information available, distinguishing between essential information for any type of operator, the ones that immediately appear on the screen, and information that are shown only if operations are carried out by less experienced staff. Software Implementation. The planned procedure is implemented by programming the AR software and by preparing the working environment with AR tools and other devices (tracking system, hardware docking stations, etc). The lightening of the work environment needs to be considered accurately, since it influences software s markers recognition: too much or insufficient lightening can cause problems. Depending on the chosen software, different ways of implementing can be adopted, such as writing a C# code, or using software s already implemented actions, also written in C#, which have to be recalled graphically to create the workflow. Validation. The AR system should be validated using a sample of users having different levels of experience and competences. A questionnaire can be proposed for collecting responses, comments and difficulties encountered in performing the

6 assembly tasks, to be used for enhancing the implementation made during the previous step. Questions uestions must be formulated appropriately in order to analyze procedural fairness, clarity of instructions, ergonomics, effectiveness and efficiency of AR in assembly ly training. Step Info Text Info Multimedia Info Image/Picture Layout Device Info Virtual Content Security info Next/Back Help Fig. 5. Graphical User Interface nterface definition definition. 4 Conclusions The proposed guidelines offer an effective starting point for the implementation of an a AR training system for assembly operations, and their general nature gives give it the flexibility to make it applicable also in other fields. Compared to the training techniques used previously, the AR application seems to offer a set of advantages, such as a significant reduction of time and a lower investment in human resources. Concerning the validation test performed on the gearbox,, the specific solutions implementedd was also successful thanks to the application of the procedure. Technical features selected were positively appreciated by operators. The he whole sample of people tested was able to successfully conclude the procedure in timing between 20 and 35 minutes. 5 References Azuma, R. T., A Survey of Augmented Reality. Presence: Teleoperators and Virtual Environments. Vol.6, 6, 4 (August 997), Azuma, R., Baillot, Y., Behringer, R., Feiner, S., Julier, S., MacIntyre, B., Recent Advances in Augmented Reality. IEEE Computer Graphics and Applications (Nov/Dec 200), Milgram, P., Kishino,, F., A taxonomy of mixed reality visual displays. IEICE Transact ransactions on Information and Systems. Vol.E77-D No.2 (Dec994), pp Pang, Y., Nee, A.Y.C.,.C., Ong, S.K., Yuan, M.L., Assembly Feature Design in aan n Augmented Reality Environment. Assembly Aut Automation Journal, Vol. 26, No. (2006) Y. Pang, A.Y.C. Nee, K. Youcef Youcef-Toumi, S.K. Ong and M.L. Yuan, Assembly Design and Evaluation in an Augmente Augmented Reality Environment. Singapore-MIT MIT Alliance Symposium, (9-20 January 2005) Singapore Singapore.

Guidelines for Implementing Augmented Reality Procedures in Assisting Assembly Operations

Guidelines for Implementing Augmented Reality Procedures in Assisting Assembly Operations Guidelines for Implementing Augmented Reality Procedures in Assisting Assembly Operations Viviana Chimienti 1, Salvatore Iliano 1, Michele Dassisti 2, Gino Dini 1, and Franco Failli 1 1 Dipartimento di

More information

preface Motivation Figure 1. Reality-virtuality continuum (Milgram & Kishino, 1994) Mixed.Reality Augmented. Virtuality Real...

preface Motivation Figure 1. Reality-virtuality continuum (Milgram & Kishino, 1994) Mixed.Reality Augmented. Virtuality Real... v preface Motivation Augmented reality (AR) research aims to develop technologies that allow the real-time fusion of computer-generated digital content with the real world. Unlike virtual reality (VR)

More information

A Survey of Mobile Augmentation for Mobile Augmented Reality System

A Survey of Mobile Augmentation for Mobile Augmented Reality System A Survey of Mobile Augmentation for Mobile Augmented Reality System Mr.A.T.Vasaya 1, Mr.A.S.Gohil 2 1 PG Student, C.U.Shah College of Engineering and Technology, Gujarat, India 2 Asst.Proffesor, Sir Bhavsinhji

More information

Augmented Reality And Ubiquitous Computing using HCI

Augmented Reality And Ubiquitous Computing using HCI Augmented Reality And Ubiquitous Computing using HCI Ashmit Kolli MS in Data Science Michigan Technological University CS5760 Topic Assignment 2 akolli@mtu.edu Abstract : Direct use of the hand as an input

More information

Real life augmented reality for maintenance

Real life augmented reality for maintenance 64 Int'l Conf. Modeling, Sim. and Vis. Methods MSV'16 Real life augmented reality for maintenance John Ahmet Erkoyuncu 1, Mosab Alrashed 1, Michela Dalle Mura 2, Rajkumar Roy 1, Gino Dini 2 1 Cranfield

More information

iwindow Concept of an intelligent window for machine tools using augmented reality

iwindow Concept of an intelligent window for machine tools using augmented reality iwindow Concept of an intelligent window for machine tools using augmented reality Sommer, P.; Atmosudiro, A.; Schlechtendahl, J.; Lechler, A.; Verl, A. Institute for Control Engineering of Machine Tools

More information

VISUAL REQUIREMENTS ON AUGMENTED VIRTUAL REALITY SYSTEM

VISUAL REQUIREMENTS ON AUGMENTED VIRTUAL REALITY SYSTEM Annals of the University of Petroşani, Mechanical Engineering, 8 (2006), 73-78 73 VISUAL REQUIREMENTS ON AUGMENTED VIRTUAL REALITY SYSTEM JOZEF NOVÁK-MARCINČIN 1, PETER BRÁZDA 2 Abstract: Paper describes

More information

3D and Sequential Representations of Spatial Relationships among Photos

3D and Sequential Representations of Spatial Relationships among Photos 3D and Sequential Representations of Spatial Relationships among Photos Mahoro Anabuki Canon Development Americas, Inc. E15-349, 20 Ames Street Cambridge, MA 02139 USA mahoro@media.mit.edu Hiroshi Ishii

More information

Interior Design using Augmented Reality Environment

Interior Design using Augmented Reality Environment Interior Design using Augmented Reality Environment Kalyani Pampattiwar 2, Akshay Adiyodi 1, Manasvini Agrahara 1, Pankaj Gamnani 1 Assistant Professor, Department of Computer Engineering, SIES Graduate

More information

Re-build-ing Boundaries: The Roles of Boundaries in Mixed Reality Play

Re-build-ing Boundaries: The Roles of Boundaries in Mixed Reality Play Re-build-ing Boundaries: The Roles of Boundaries in Mixed Reality Play Sultan A. Alharthi Play & Interactive Experiences for Learning Lab New Mexico State University Las Cruces, NM 88001, USA salharth@nmsu.edu

More information

MOBILE AUGMENTED REALITY FOR SPATIAL INFORMATION EXPLORATION

MOBILE AUGMENTED REALITY FOR SPATIAL INFORMATION EXPLORATION MOBILE AUGMENTED REALITY FOR SPATIAL INFORMATION EXPLORATION CHYI-GANG KUO, HSUAN-CHENG LIN, YANG-TING SHEN, TAY-SHENG JENG Information Architecture Lab Department of Architecture National Cheng Kung University

More information

Augmented reality for machinery systems design and development

Augmented reality for machinery systems design and development Published in: J. Pokojski et al. (eds.), New World Situation: New Directions in Concurrent Engineering, Springer-Verlag London, 2010, pp. 79-86 Augmented reality for machinery systems design and development

More information

INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 05 MELBOURNE, AUGUST 15-18, 2005 AUTOMATIC DESIGN OF A PRESS BRAKE FOR SHEET METAL BENDING

INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 05 MELBOURNE, AUGUST 15-18, 2005 AUTOMATIC DESIGN OF A PRESS BRAKE FOR SHEET METAL BENDING INTERNATIONAL CONFERENCE ON ENGINEERING DESIGN ICED 05 MELBOURNE, AUGUST 15-18, 2005 AUTOMATIC DESIGN OF A PRESS BRAKE FOR SHEET METAL BENDING Giorgio Colombo, Ambrogio Girotti, Edoardo Rovida Keywords:

More information

HandsIn3D: Supporting Remote Guidance with Immersive Virtual Environments

HandsIn3D: Supporting Remote Guidance with Immersive Virtual Environments HandsIn3D: Supporting Remote Guidance with Immersive Virtual Environments Weidong Huang 1, Leila Alem 1, and Franco Tecchia 2 1 CSIRO, Australia 2 PERCRO - Scuola Superiore Sant Anna, Italy {Tony.Huang,Leila.Alem}@csiro.au,

More information

Implementation of Image processing using augmented reality

Implementation of Image processing using augmented reality Implementation of Image processing using augmented reality Konjengbam Jackichand Singh 1, L.P.Saikia 2 1 MTech Computer Sc & Engg, Assam Downtown University, India 2 Professor, Computer Sc& Engg, Assam

More information

One Size Doesn't Fit All Aligning VR Environments to Workflows

One Size Doesn't Fit All Aligning VR Environments to Workflows One Size Doesn't Fit All Aligning VR Environments to Workflows PRESENTATION TITLE DATE GOES HERE By Show of Hands Who frequently uses a VR system? By Show of Hands Immersive System? Head Mounted Display?

More information

Augmented and mixed reality (AR & MR)

Augmented and mixed reality (AR & MR) Augmented and mixed reality (AR & MR) Doug Bowman CS 5754 Based on original lecture notes by Ivan Poupyrev AR/MR example (C) 2008 Doug Bowman, Virginia Tech 2 Definitions Augmented reality: Refers to a

More information

AUGMENTED REALITY AS AN AID FOR THE USE OF MACHINE TOOLS

AUGMENTED REALITY AS AN AID FOR THE USE OF MACHINE TOOLS Engineering AUGMENTED REALITY AS AN AID FOR THE USE OF MACHINE TOOLS Jean-Rémy CHARDONNET 1 Guillaume FROMENTIN 2 José OUTEIRO 3 ABSTRACT: THIS ARTICLE PRESENTS A WORK IN PROGRESS OF USING AUGMENTED REALITY

More information

Augmented Reality Lecture notes 01 1

Augmented Reality Lecture notes 01 1 IntroductiontoAugmentedReality Lecture notes 01 1 Definition Augmented reality (AR) is a live, direct or indirect, view of a physical, real-world environment whose elements are augmented by computer-generated

More information

International Journal of Computer Engineering and Applications, Volume XII, Issue IV, April 18, ISSN

International Journal of Computer Engineering and Applications, Volume XII, Issue IV, April 18,   ISSN International Journal of Computer Engineering and Applications, Volume XII, Issue IV, April 18, www.ijcea.com ISSN 2321-3469 AUGMENTED REALITY FOR HELPING THE SPECIALLY ABLED PERSONS ABSTRACT Saniya Zahoor

More information

Augmented Reality and Its Technologies

Augmented Reality and Its Technologies Augmented Reality and Its Technologies Vikas Tiwari 1, Vijay Prakash Tiwari 2, Dhruvesh Chudasama 3, Prof. Kumkum Bala (Guide) 4 1Department of Computer Engineering, Bharati Vidyapeeth s COE, Lavale, Pune,

More information

10/18/2010. Focus. Information technology landscape

10/18/2010. Focus. Information technology landscape Emerging Tools to Enable Construction Engineering Construction Engineering Conference: Opportunity and Vision for Education, Practice, and Research Blacksburg, VA October 1, 2010 A. B. Cleveland, Jr. Senior

More information

Interaction, Collaboration and Authoring in Augmented Reality Environments

Interaction, Collaboration and Authoring in Augmented Reality Environments Interaction, Collaboration and Authoring in Augmented Reality Environments Claudio Kirner1, Rafael Santin2 1 Federal University of Ouro Preto 2Federal University of Jequitinhonha and Mucury Valeys {ckirner,

More information

A Concept Study on Wearable Cockpit for Construction Work - not only for machine operation but also for project control -

A Concept Study on Wearable Cockpit for Construction Work - not only for machine operation but also for project control - A Concept Study on Wearable Cockpit for Construction Work - not only for machine operation but also for project control - Thomas Bock, Shigeki Ashida Chair for Realization and Informatics of Construction,

More information

Augmented Reality: Its Applications and Use of Wireless Technologies

Augmented Reality: Its Applications and Use of Wireless Technologies International Journal of Information and Computation Technology. ISSN 0974-2239 Volume 4, Number 3 (2014), pp. 231-238 International Research Publications House http://www. irphouse.com /ijict.htm Augmented

More information

Using Mixed Reality as a Simulation Tool in Urban Planning Project for Sustainable Development

Using Mixed Reality as a Simulation Tool in Urban Planning Project for Sustainable Development Journal of Civil Engineering and Architecture 9 (2015) 830-835 doi: 10.17265/1934-7359/2015.07.009 D DAVID PUBLISHING Using Mixed Reality as a Simulation Tool in Urban Planning Project Hisham El-Shimy

More information

Application Note. ipix A Gamma imager to support various applications. Introduction. An easy to carry and deploy instrument

Application Note. ipix A Gamma imager to support various applications. Introduction. An easy to carry and deploy instrument Application Note ipix A Gamma imager to support various applications Introduction ipix is a unique gamma imager that quickly locates low level radioactive sources from a distance and estimates the dose

More information

Ecopaint Training TRAINING PROGRAM

Ecopaint Training TRAINING PROGRAM Ecopaint Training TRAINING PROGRAM 2016 www.durr.com Table of contents Electrical robot maintenance Electrical maintenance EcoRP6/7 F with EcoRC2 4 Electrical maintenance EcoRP E/L with EcoRC2 5 Electrical

More information

Augmented Reality in Transportation Construction

Augmented Reality in Transportation Construction September 2018 Augmented Reality in Transportation Construction FHWA Contract DTFH6117C00027: LEVERAGING AUGMENTED REALITY FOR HIGHWAY CONSTRUCTION Hoda Azari, Nondestructive Evaluation Research Program

More information

Context-Aware Interaction in a Mobile Environment

Context-Aware Interaction in a Mobile Environment Context-Aware Interaction in a Mobile Environment Daniela Fogli 1, Fabio Pittarello 2, Augusto Celentano 2, and Piero Mussio 1 1 Università degli Studi di Brescia, Dipartimento di Elettronica per l'automazione

More information

Chapter 1 - Introduction

Chapter 1 - Introduction 1 "We all agree that your theory is crazy, but is it crazy enough?" Niels Bohr (1885-1962) Chapter 1 - Introduction Augmented reality (AR) is the registration of projected computer-generated images over

More information

EXPERIMENTAL BILATERAL CONTROL TELEMANIPULATION USING A VIRTUAL EXOSKELETON

EXPERIMENTAL BILATERAL CONTROL TELEMANIPULATION USING A VIRTUAL EXOSKELETON EXPERIMENTAL BILATERAL CONTROL TELEMANIPULATION USING A VIRTUAL EXOSKELETON Josep Amat 1, Alícia Casals 2, Manel Frigola 2, Enric Martín 2 1Robotics Institute. (IRI) UPC / CSIC Llorens Artigas 4-6, 2a

More information

Toward an Augmented Reality System for Violin Learning Support

Toward an Augmented Reality System for Violin Learning Support Toward an Augmented Reality System for Violin Learning Support Hiroyuki Shiino, François de Sorbier, and Hideo Saito Graduate School of Science and Technology, Keio University, Yokohama, Japan {shiino,fdesorbi,saito}@hvrl.ics.keio.ac.jp

More information

A new user interface for human-computer interaction in virtual reality environments

A new user interface for human-computer interaction in virtual reality environments Original Article Proceedings of IDMME - Virtual Concept 2010 Bordeaux, France, October 20 22, 2010 HOME A new user interface for human-computer interaction in virtual reality environments Ingrassia Tommaso

More information

MECHANICAL MAINTENANCE SKILLS

MECHANICAL MAINTENANCE SKILLS MECHANICAL MAINTENANCE SKILLS COURSE 700: 5 DAYS: Max 4 Candidates This course provides personnel with the necessary skills to perform mechanical maintenance, including the removal and replacement of equipment

More information

- applications on same or different network node of the workstation - portability of application software - multiple displays - open architecture

- applications on same or different network node of the workstation - portability of application software - multiple displays - open architecture 12 Window Systems - A window system manages a computer screen. - Divides the screen into overlapping regions. - Each region displays output from a particular application. X window system is widely used

More information

Augmented reality as an aid for the use of machine tools

Augmented reality as an aid for the use of machine tools Augmented reality as an aid for the use of machine tools Jean-Rémy Chardonnet, Guillaume Fromentin, José Outeiro To cite this version: Jean-Rémy Chardonnet, Guillaume Fromentin, José Outeiro. Augmented

More information

Augmented and Virtual Reality

Augmented and Virtual Reality CS-3120 Human-Computer Interaction Augmented and Virtual Reality Mikko Kytö 7.11.2017 From Real to Virtual [1] Milgram, P., & Kishino, F. (1994). A taxonomy of mixed reality visual displays. IEICE TRANSACTIONS

More information

Augmented Reality Tools for Integrative Science and Arts STEAM Education

Augmented Reality Tools for Integrative Science and Arts STEAM Education Volume 118 No. 24 2018 ISSN: 1314-3395 (on-line version) url: http://www.acadpubl.eu/hub/ http://www.acadpubl.eu/hub/ Augmented Reality Tools for Integrative Science and Arts STEAM Education Jin-Ok Kim

More information

Mohammad Akram Khan 2 India

Mohammad Akram Khan 2 India ISSN: 2321-7782 (Online) Impact Factor: 6.047 Volume 4, Issue 8, August 2016 International Journal of Advance Research in Computer Science and Management Studies Research Article / Survey Paper / Case

More information

Chapter 1 Virtual World Fundamentals

Chapter 1 Virtual World Fundamentals Chapter 1 Virtual World Fundamentals 1.0 What Is A Virtual World? {Definition} Virtual: to exist in effect, though not in actual fact. You are probably familiar with arcade games such as pinball and target

More information

A Mixed Reality Approach to HumanRobot Interaction

A Mixed Reality Approach to HumanRobot Interaction A Mixed Reality Approach to HumanRobot Interaction First Author Abstract James Young This paper offers a mixed reality approach to humanrobot interaction (HRI) which exploits the fact that robots are both

More information

CSC 2524, Fall 2018 Graphics, Interaction and Perception in Augmented and Virtual Reality AR/VR

CSC 2524, Fall 2018 Graphics, Interaction and Perception in Augmented and Virtual Reality AR/VR CSC 2524, Fall 2018 Graphics, Interaction and Perception in Augmented and Virtual Reality AR/VR Karan Singh Inspired and adapted from material by Mark Billinghurst What is this course about? Fundamentals

More information

INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY. Augmented Reality-An Emerging Technology

INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY. Augmented Reality-An Emerging Technology [Lotlikar, 2(3): March, 2013] ISSN: 2277-9655 IJESRT INTERNATIONAL JOURNAL OF ENGINEERING SCIENCES & RESEARCH TECHNOLOGY Augmented Reality-An Emerging Technology Trupti Lotlikar *1, Divya Mahajan 2, Javid

More information

Augmented Reality and Unmanned Aerial Vehicle Assist in Construction Management

Augmented Reality and Unmanned Aerial Vehicle Assist in Construction Management 1570 Augmented Reality and Unmanned Aerial Vehicle Assist in Construction Management Ming-Chang Wen 1 and Shih-Chung Kang 2 1 Department of Civil Engineering, National Taiwan University, email: r02521609@ntu.edu.tw

More information

MECHANICAL DESIGN LEARNING ENVIRONMENTS BASED ON VIRTUAL REALITY TECHNOLOGIES

MECHANICAL DESIGN LEARNING ENVIRONMENTS BASED ON VIRTUAL REALITY TECHNOLOGIES INTERNATIONAL CONFERENCE ON ENGINEERING AND PRODUCT DESIGN EDUCATION 4 & 5 SEPTEMBER 2008, UNIVERSITAT POLITECNICA DE CATALUNYA, BARCELONA, SPAIN MECHANICAL DESIGN LEARNING ENVIRONMENTS BASED ON VIRTUAL

More information

Interior Design with Augmented Reality

Interior Design with Augmented Reality Interior Design with Augmented Reality Ananda Poudel and Omar Al-Azzam Department of Computer Science and Information Technology Saint Cloud State University Saint Cloud, MN, 56301 {apoudel, oalazzam}@stcloudstate.edu

More information

Theory and Practice of Tangible User Interfaces Tuesday, Week 9

Theory and Practice of Tangible User Interfaces Tuesday, Week 9 Augmented Reality Theory and Practice of Tangible User Interfaces Tuesday, Week 9 Outline Overview Examples Theory Examples Supporting AR Designs Examples Theory Outline Overview Examples Theory Examples

More information

Applying the Augmented Reality and RFID Technologies in the Maintenance of Mining Machines

Applying the Augmented Reality and RFID Technologies in the Maintenance of Mining Machines , October 24-26, 2012, San Francisco, USA Applying the Augmented Reality and RFID Technologies in the Maintenance of Mining Machines D. Michalak Abstract - The paper presents the results of MINTOS RFCS

More information

PUZZLAR, A PROTOTYPE OF AN INTEGRATED PUZZLE GAME USING MULTIPLE MARKER AUGMENTED REALITY

PUZZLAR, A PROTOTYPE OF AN INTEGRATED PUZZLE GAME USING MULTIPLE MARKER AUGMENTED REALITY PUZZLAR, A PROTOTYPE OF AN INTEGRATED PUZZLE GAME USING MULTIPLE MARKER AUGMENTED REALITY Marcella Christiana and Raymond Bahana Computer Science Program, Binus International-Binus University, Jakarta

More information

Immersive Training. David Lafferty President of Scientific Technical Services And ARC Associate

Immersive Training. David Lafferty President of Scientific Technical Services And ARC Associate Immersive Training David Lafferty President of Scientific Technical Services And ARC Associate Current Situation Great Shift Change Drive The Need For Training Conventional Training Methods Are Expensive

More information

Outline. Presentation of ESTECO How I joined it!

Outline. Presentation of ESTECO How I joined it! Company overview Outline Presentation of ESTECO How I joined it! Explore new Perspectives ESTECO is a technology provider of numerical optimization and modeling solutions. We are specialized in research

More information

Marco Cavallo. Merging Worlds: A Location-based Approach to Mixed Reality. Marco Cavallo Master Thesis Presentation POLITECNICO DI MILANO

Marco Cavallo. Merging Worlds: A Location-based Approach to Mixed Reality. Marco Cavallo Master Thesis Presentation POLITECNICO DI MILANO Marco Cavallo Merging Worlds: A Location-based Approach to Mixed Reality Marco Cavallo Master Thesis Presentation POLITECNICO DI MILANO Introduction: A New Realm of Reality 2 http://www.samsung.com/sg/wearables/gear-vr/

More information

Using Blippar Augmented Reality Browser in the Practical Training of Mechanical Engineers

Using Blippar Augmented Reality Browser in the Practical Training of Mechanical Engineers Using Blippar Augmented Reality Browser in the Practical Training of Mechanical Engineers Andrii Striuk 1[0000-0001-9240-1976], Maryna Rassovytska 1[0000-0003-4973-0082] and Svitlana Shokaliuk 2[0000-0003-3774-1729]

More information

AR 2 kanoid: Augmented Reality ARkanoid

AR 2 kanoid: Augmented Reality ARkanoid AR 2 kanoid: Augmented Reality ARkanoid B. Smith and R. Gosine C-CORE and Memorial University of Newfoundland Abstract AR 2 kanoid, Augmented Reality ARkanoid, is an augmented reality version of the popular

More information

Interactions and Applications for See- Through interfaces: Industrial application examples

Interactions and Applications for See- Through interfaces: Industrial application examples Interactions and Applications for See- Through interfaces: Industrial application examples Markus Wallmyr Maximatecc Fyrisborgsgatan 4 754 50 Uppsala, SWEDEN Markus.wallmyr@maximatecc.com Abstract Could

More information

ThumbsUp: Integrated Command and Pointer Interactions for Mobile Outdoor Augmented Reality Systems

ThumbsUp: Integrated Command and Pointer Interactions for Mobile Outdoor Augmented Reality Systems ThumbsUp: Integrated Command and Pointer Interactions for Mobile Outdoor Augmented Reality Systems Wayne Piekarski and Bruce H. Thomas Wearable Computer Laboratory School of Computer and Information Science

More information

Markerless 3D Gesture-based Interaction for Handheld Augmented Reality Interfaces

Markerless 3D Gesture-based Interaction for Handheld Augmented Reality Interfaces Markerless 3D Gesture-based Interaction for Handheld Augmented Reality Interfaces Huidong Bai The HIT Lab NZ, University of Canterbury, Christchurch, 8041 New Zealand huidong.bai@pg.canterbury.ac.nz Lei

More information

Development of a Finger Mounted Type Haptic Device Using a Plane Approximated to Tangent Plane

Development of a Finger Mounted Type Haptic Device Using a Plane Approximated to Tangent Plane Journal of Communication and Computer 13 (2016) 329-337 doi:10.17265/1548-7709/2016.07.002 D DAVID PUBLISHING Development of a Finger Mounted Type Haptic Device Using a Plane Approximated to Tangent Plane

More information

Ecopaint Training TRAINING PROGRAM 2017

Ecopaint Training TRAINING PROGRAM 2017 Ecopaint Training TRAINING PROGRAM 2017 www.durr.com TABLE OF TABLE OF CONTENTS CONTENTS 1 Electrical robot maintenance Electrical maintenance EcoRP6/7 F with EcoRC2... 4 Electrical maintenance EcoRP E/L

More information

Computer Graphics. Spring April Ghada Ahmed, PhD Dept. of Computer Science Helwan University

Computer Graphics. Spring April Ghada Ahmed, PhD Dept. of Computer Science Helwan University Spring 2018 10 April 2018, PhD ghada@fcih.net Agenda Augmented reality (AR) is a field of computer research which deals with the combination of real-world and computer-generated data. 2 Augmented reality

More information

Upper Austria University of Applied Sciences (Media Technology and Design)

Upper Austria University of Applied Sciences (Media Technology and Design) Mixed Reality @ Education Michael Haller Upper Austria University of Applied Sciences (Media Technology and Design) Key words: Mixed Reality, Augmented Reality, Education, Future Lab Abstract: Augmented

More information

STUDY OF THE GENERAL PUBLIC S PERCEPTION OF MATERIALS PRINTED ON RECYCLED PAPER. A study commissioned by the Initiative Pro Recyclingpapier

STUDY OF THE GENERAL PUBLIC S PERCEPTION OF MATERIALS PRINTED ON RECYCLED PAPER. A study commissioned by the Initiative Pro Recyclingpapier STUDY OF THE GENERAL PUBLIC S PERCEPTION OF MATERIALS PRINTED ON RECYCLED PAPER A study commissioned by the Initiative Pro Recyclingpapier November 2005 INTRODUCTORY REMARKS TNS Emnid, Bielefeld, herewith

More information

ffl reproduction fidelity, ffl extent of presence metaphor. The world knowledge is the first step to be performed in this kind of applications. AR is

ffl reproduction fidelity, ffl extent of presence metaphor. The world knowledge is the first step to be performed in this kind of applications. AR is Technological Approach for Cultural Heritage: Augmented Reality Brogni A., Avizzano C.A., Evangelista C., Bergamasco M. PERCRO Scuola Superiore S.Anna Pisa, Italy Abstract Augmented Reality systems allow

More information

An Augmented Reality Application to Support Maintenance Is It Possible?

An Augmented Reality Application to Support Maintenance Is It Possible? An Augmented Reality Application to Support Maintenance Is It Possible? Rúben Oliveira 1, Torres Farinha 2, Sarbjeet Singh 3 and Diego Galar 4 1,2 CEMUC - University of Coimbra's Mechanical Engineering

More information

DESIGN COLLABORATION FOR INTELLIGENT CONSTRUCTION MANAGEMENT IN MOBILIE AUGMENTED REALITY

DESIGN COLLABORATION FOR INTELLIGENT CONSTRUCTION MANAGEMENT IN MOBILIE AUGMENTED REALITY DESIGN COLLABORATION FOR INTELLIGENT CONSTRUCTION MANAGEMENT IN MOBILIE AUGMENTED REALITY Mi Jeong Kim 1 *, Ju Hyun Lee 2, and Ning Gu 2 1 Department of Housing and Interior Design, Kyung Hee University,

More information

A Study on Evaluation of Visual Factor for Measuring Subjective Virtual Realization

A Study on Evaluation of Visual Factor for Measuring Subjective Virtual Realization , Vol.15, No.3, pp.389-398, September 2012 A Study on Evaluation of Visual Factor for Measuring Subjective Virtual Realization * * * *** ** Myeung Ju Won* Sang In Park* Chi Jung Kim* Eui Chul Lee*** MinCheol

More information

E-Learning in Virtual- und Augmented Reality. Hannes Kaufmann

E-Learning in Virtual- und Augmented Reality. Hannes Kaufmann E-Learning in Virtual- und Augmented Reality Hannes Kaufmann Institut für Softwaretechnik und Interaktive Systeme Technische Universität Wien 24. November 2011 In the Beginning Spatial abilities Many students

More information

Jacek Stanisław Jóźwiak. Improving the System of Quality Management in the development of the competitive potential of Polish armament companies

Jacek Stanisław Jóźwiak. Improving the System of Quality Management in the development of the competitive potential of Polish armament companies Jacek Stanisław Jóźwiak Improving the System of Quality Management in the development of the competitive potential of Polish armament companies Summary of doctoral thesis Supervisor: dr hab. Piotr Bartkowiak,

More information

The presentation based on AR technologies

The presentation based on AR technologies Building Virtual and Augmented Reality Museum Exhibitions Web3D '04 M09051 선정욱 2009. 05. 13 Abstract Museums to build and manage Virtual and Augmented Reality exhibitions 3D models of artifacts is presented

More information

User Interfaces in Panoramic Augmented Reality Environments

User Interfaces in Panoramic Augmented Reality Environments User Interfaces in Panoramic Augmented Reality Environments Stephen Peterson Department of Science and Technology (ITN) Linköping University, Sweden Supervisors: Anders Ynnerman Linköping University, Sweden

More information

Effective Iconography....convey ideas without words; attract attention...

Effective Iconography....convey ideas without words; attract attention... Effective Iconography...convey ideas without words; attract attention... Visual Thinking and Icons An icon is an image, picture, or symbol representing a concept Icon-specific guidelines Represent the

More information

The Application of Virtual Reality in Art Design: A New Approach CHEN Dalei 1, a

The Application of Virtual Reality in Art Design: A New Approach CHEN Dalei 1, a International Conference on Education Technology, Management and Humanities Science (ETMHS 2015) The Application of Virtual Reality in Art Design: A New Approach CHEN Dalei 1, a 1 School of Art, Henan

More information

Design and Development of a Marker-based Augmented Reality System using OpenCV and OpenGL

Design and Development of a Marker-based Augmented Reality System using OpenCV and OpenGL Design and Development of a Marker-based Augmented Reality System using OpenCV and OpenGL Yap Hwa Jentl, Zahari Taha 2, Eng Tat Hong", Chew Jouh Yeong" Centre for Product Design and Manufacturing (CPDM).

More information

Design Process. ERGONOMICS in. the Automotive. Vivek D. Bhise. CRC Press. Taylor & Francis Group. Taylor & Francis Group, an informa business

Design Process. ERGONOMICS in. the Automotive. Vivek D. Bhise. CRC Press. Taylor & Francis Group. Taylor & Francis Group, an informa business ERGONOMICS in the Automotive Design Process Vivek D. Bhise CRC Press Taylor & Francis Group Boca Raton London New York CRC Press is an imprint of the Taylor & Francis Group, an informa business Contents

More information

Mixed Reality technology applied research on railway sector

Mixed Reality technology applied research on railway sector Mixed Reality technology applied research on railway sector Yong-Soo Song, Train Control Communication Lab, Korea Railroad Research Institute Uiwang si, Korea e-mail: adair@krri.re.kr Jong-Hyun Back, Train

More information

Augmented Reality. Virtuelle Realität Wintersemester 2007/08. Overview. Part 14:

Augmented Reality. Virtuelle Realität Wintersemester 2007/08. Overview. Part 14: Part 14: Augmented Reality Virtuelle Realität Wintersemester 2007/08 Prof. Bernhard Jung Overview Introduction to Augmented Reality Augmented Reality Displays Examples AR Toolkit an open source software

More information

Development of an Augmented Reality Aided CNC Training Scenario

Development of an Augmented Reality Aided CNC Training Scenario Development of an Augmented Reality Aided CNC Training Scenario ABSTRACT Ioan BONDREA Lucian Blaga University of Sibiu, Sibiu, Romania ioan.bondrea@ulbsibiu.ro Radu PETRUSE Lucian Blaga University of Sibiu,

More information

Augmented Reality Applications for Nuclear Power Plant Maintenance Work

Augmented Reality Applications for Nuclear Power Plant Maintenance Work Augmented Reality Applications for Nuclear Power Plant Maintenance Work Hirotake Ishii 1, Zhiqiang Bian 1, Hidenori Fujino 1, Tomoki Sekiyama 1, Toshinori Nakai 1, Akihisa Okamoto 1, Hiroshi Shimoda 1,

More information

A Mixed Reality System for Design Engineering: Thinking, Issues and Solutions

A Mixed Reality System for Design Engineering: Thinking, Issues and Solutions A Mixed Reality System for Design Engineering: Thinking, Issues and Solutions Nelly de Bonnefoy EADS Corporate Research Centre Toulouse Computer Science Research Institute (I.R.I.T.) 31700 Blagnac, France

More information

Augmented Reality- Effective Assistance for Interior Design

Augmented Reality- Effective Assistance for Interior Design Augmented Reality- Effective Assistance for Interior Design Focus on Tangible AR study Seung Yeon Choo 1, Kyu Souk Heo 2, Ji Hyo Seo 3, Min Soo Kang 4 1,2,3 School of Architecture & Civil engineering,

More information

The influence of changing haptic refresh-rate on subjective user experiences - lessons for effective touchbased applications.

The influence of changing haptic refresh-rate on subjective user experiences - lessons for effective touchbased applications. The influence of changing haptic refresh-rate on subjective user experiences - lessons for effective touchbased applications. Stuart Booth 1, Franco De Angelis 2 and Thore Schmidt-Tjarksen 3 1 University

More information

Enhancing Shipboard Maintenance with Augmented Reality

Enhancing Shipboard Maintenance with Augmented Reality Enhancing Shipboard Maintenance with Augmented Reality CACI Oxnard, CA Dennis Giannoni dgiannoni@caci.com (805) 288-6630 INFORMATION DEPLOYED. SOLUTIONS ADVANCED. MISSIONS ACCOMPLISHED. Agenda Virtual

More information

AUGMENTED REALITY FOR COLLABORATIVE EXPLORATION OF UNFAMILIAR ENVIRONMENTS

AUGMENTED REALITY FOR COLLABORATIVE EXPLORATION OF UNFAMILIAR ENVIRONMENTS NSF Lake Tahoe Workshop on Collaborative Virtual Reality and Visualization (CVRV 2003), October 26 28, 2003 AUGMENTED REALITY FOR COLLABORATIVE EXPLORATION OF UNFAMILIAR ENVIRONMENTS B. Bell and S. Feiner

More information

Study of the touchpad interface to manipulate AR objects

Study of the touchpad interface to manipulate AR objects Study of the touchpad interface to manipulate AR objects Ryohei Nagashima *1 Osaka University Nobuchika Sakata *2 Osaka University Shogo Nishida *3 Osaka University ABSTRACT A system for manipulating for

More information

VIRTOOLS AND ITS APPLICATION IN MOCAP AND CREATION OF THE SCRIPTS FOR ANIMATIONS OF MODELS

VIRTOOLS AND ITS APPLICATION IN MOCAP AND CREATION OF THE SCRIPTS FOR ANIMATIONS OF MODELS Engineering Review Vol. 32, Issue 2, 96-102, 2012. 96 VIRTOOLS AND ITS APPLICATION IN MOCAP AND CREATION OF THE SCRIPTS FOR ANIMATIONS OF MODELS Jozef NOVAK-MARCINCIN Veronika FECOVA Ludmila NOVAKOVA-MARCINCINOVA

More information

Synergy Model of Artificial Intelligence and Augmented Reality in the Processes of Exploitation of Energy Systems

Synergy Model of Artificial Intelligence and Augmented Reality in the Processes of Exploitation of Energy Systems Journal of Energy and Power Engineering 10 (2016) 102-108 doi: 10.17265/1934-8975/2016.02.004 D DAVID PUBLISHING Synergy Model of Artificial Intelligence and Augmented Reality in the Processes of Exploitation

More information

Planning of Knowledge Management System for Decommissioning of Nuclear Facilities

Planning of Knowledge Management System for Decommissioning of Nuclear Facilities Planning of Knowledge Management System for Decommissioning of Nuclear Facilities Yukihiro IGUCHI Research Institute of Nuclear Engineering University of Fukui 1 Background The decommissioning of a nuclear

More information

As Media Augmented Reality Promotion of College with Marker Logo in Brochure

As Media Augmented Reality Promotion of College with Marker Logo in Brochure International Journal of Scientific Research and Management (IJSRM) Volume 5 Issue 09 Pages 7047-7055 2017 Website: www.ijsrm.in ISSN (e): 2321-3418 Index Copernicus value (2015): 57.47 DOI: 10.18535/ijsrm/v5i9.15

More information

Realization of Multi-User Tangible Non-Glasses Mixed Reality Space

Realization of Multi-User Tangible Non-Glasses Mixed Reality Space Indian Journal of Science and Technology, Vol 9(24), DOI: 10.17485/ijst/2016/v9i24/96161, June 2016 ISSN (Print) : 0974-6846 ISSN (Online) : 0974-5645 Realization of Multi-User Tangible Non-Glasses Mixed

More information

machine design, Vol.8(2016) No.4, ISSN pp

machine design, Vol.8(2016) No.4, ISSN pp machine design, Vol.8(2016) No.4, ISSN 1821-1259 pp. 159-164 ENRICHING PRODUCT EXPERIENCE BY AUGMENTED REALITY TECHNOLOGY Gojko VLADIĆ 1, * - Nemanja KAŠIKOVIĆ 1 - Dragoljub NOVAKOVIĆ 1 - Ivan PINĆJER

More information

SYNTHESIS OF CYCLIC ENCODER AND DECODER FOR HIGH SPEED NETWORKS

SYNTHESIS OF CYCLIC ENCODER AND DECODER FOR HIGH SPEED NETWORKS SYNTHESIS OF CYCLIC ENCODER AND DECODER FOR HIGH SPEED NETWORKS MARIA RIZZI, MICHELE MAURANTONIO, BENIAMINO CASTAGNOLO Dipartimento di Elettrotecnica ed Elettronica, Politecnico di Bari v. E. Orabona,

More information

USING VIRTUAL REALITY SIMULATION FOR SAFE HUMAN-ROBOT INTERACTION 1. INTRODUCTION

USING VIRTUAL REALITY SIMULATION FOR SAFE HUMAN-ROBOT INTERACTION 1. INTRODUCTION USING VIRTUAL REALITY SIMULATION FOR SAFE HUMAN-ROBOT INTERACTION Brad Armstrong 1, Dana Gronau 2, Pavel Ikonomov 3, Alamgir Choudhury 4, Betsy Aller 5 1 Western Michigan University, Kalamazoo, Michigan;

More information

Graduate Survey 1. Colored Gemstones

Graduate Survey 1. Colored Gemstones Graduate Survey 1 Diamond Council of America 2005 Graduate Survey1 GRADUATE SURVEY 1 Congratulations! Successfully completing The Colored Gemstone Course is a great accomplishment. You ve taken a big

More information

SURVEY AND REPRESENTATION METHODOLOGIES IN TEACHING EXPERIENCE

SURVEY AND REPRESENTATION METHODOLOGIES IN TEACHING EXPERIENCE SURVEY AND REPRESENTATION METHODOLOGIES IN TEACHING EXPERIENCE E. Agosto (*), S. Coppo (**), A. Osello (**), F. Rinaudo (*) (*) DITAG, Politecnico di Torino, Corso duca degli Abruzzi, 24 10129 Torino,

More information

DOCTORAL THESIS (Summary)

DOCTORAL THESIS (Summary) LUCIAN BLAGA UNIVERSITY OF SIBIU Syed Usama Khalid Bukhari DOCTORAL THESIS (Summary) COMPUTER VISION APPLICATIONS IN INDUSTRIAL ENGINEERING PhD. Advisor: Rector Prof. Dr. Ing. Ioan BONDREA 1 Abstract Europe

More information

ARK: Augmented Reality Kiosk*

ARK: Augmented Reality Kiosk* ARK: Augmented Reality Kiosk* Nuno Matos, Pedro Pereira 1 Computer Graphics Centre Rua Teixeira Pascoais, 596 4800-073 Guimarães, Portugal {Nuno.Matos, Pedro.Pereira}@ccg.pt Adérito Marcos 1,2 2 University

More information

Paper on: Optical Camouflage

Paper on: Optical Camouflage Paper on: Optical Camouflage PRESENTED BY: I. Harish teja V. Keerthi E.C.E E.C.E E-MAIL: Harish.teja123@gmail.com kkeerthi54@gmail.com 9533822365 9866042466 ABSTRACT: Optical Camouflage delivers a similar

More information

A Training-assistance System using Mobile Augmented Reality for Outdoor-facility Inspection

A Training-assistance System using Mobile Augmented Reality for Outdoor-facility Inspection A Training-assistance System using Mobile Augmented Reality for Outdoor-facility Inspection Yoshiki Yumbe Global Center for Social Innovation Tokyo, Research & Development Group, Hitachi, Ltd. Tokyo, Japan

More information

AR Tamagotchi : Animate Everything Around Us

AR Tamagotchi : Animate Everything Around Us AR Tamagotchi : Animate Everything Around Us Byung-Hwa Park i-lab, Pohang University of Science and Technology (POSTECH), Pohang, South Korea pbh0616@postech.ac.kr Se-Young Oh Dept. of Electrical Engineering,

More information